Download or read book Proceedings of the 1988 Connectionist Models Summer School written by David S. Touretzky and published by . This book was released on 1989 with total page 600 pages. Available in PDF, EPUB and Kindle. Book excerpt: The student papers selected for this volume have been revised to incorporate feedback the students received from their peers during the program, and afterwards from their assigned editor (one of us). A few papers describe work that actually took place during the summer school, or immediately after it. The faculty papers are likewise timely and of very high quality. Readers wishing to monitor the neural network scene will find there is much to learn about the current state of the art.
Download or read book Foundations of Knowledge Acquisition written by Alan L. Meyrowitz and published by Springer Science & Business Media. This book was released on 2007-08-19 with total page 341 pages. Available in PDF, EPUB and Kindle. Book excerpt: One of the most intriguing questions about the new computer technology that has appeared over the past few decades is whether we humans will ever be able to make computers learn. As is painfully obvious to even the most casual computer user, most current computers do not. Yet if we could devise learning techniques that enable computers to routinely improve their performance through experience, the impact would be enormous. The result would be an explosion of new computer applications that would suddenly become economically feasible (e. g. , personalized computer assistants that automatically tune themselves to the needs of individual users), and a dramatic improvement in the quality of current computer applications (e. g. , imagine an airline scheduling program that improves its scheduling method based on analyzing past delays). And while the potential economic impact of successful learning methods is sufficient reason to invest in research into machine learning, there is a second significant reason: studying machine learning helps us understand our own human learning abilities and disabilities, leading to the possibility of improved methods in education. While many open questions remain about the methods by which machines and humans might learn, significant progress has been made.
Download or read book Proceedings written by Lawrence C. Kingsland and published by . This book was released on 1989 with total page 1112 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Download or read book Encyclopedia of Microcomputers written by Allen Kent and published by CRC Press. This book was released on 1993-05-28 with total page 422 pages. Available in PDF, EPUB and Kindle. Book excerpt: "The Encyclopedia of Microcomputers serves as the ideal companion reference to the popular Encyclopedia of Computer Science and Technology. Now in its 10th year of publication, this timely reference work details the broad spectrum of microcomputer technology, including microcomputer history; explains and illustrates the use of microcomputers throughout academe, business, government, and society in general; and assesses the future impact of this rapidly changing technology."
Download or read book Multistrategy Learning written by Ryszard S. Michalski and published by Springer Science & Business Media. This book was released on 2012-12-06 with total page 156 pages. Available in PDF, EPUB and Kindle. Book excerpt: Most machine learning research has been concerned with the development of systems that implememnt one type of inference within a single representational paradigm. Such systems, which can be called monostrategy learning systems, include those for empirical induction of decision trees or rules, explanation-based generalization, neural net learning from examples, genetic algorithm-based learning, and others. Monostrategy learning systems can be very effective and useful if learning problems to which they are applied are sufficiently narrowly defined. Many real-world applications, however, pose learning problems that go beyond the capability of monostrategy learning methods. In view of this, recent years have witnessed a growing interest in developing multistrategy systems, which integrate two or more inference types and/or paradigms within one learning system. Such multistrategy systems take advantage of the complementarity of different inference types or representational mechanisms. Therefore, they have a potential to be more versatile and more powerful than monostrategy systems. On the other hand, due to their greater complexity, their development is significantly more difficult and represents a new great challenge to the machine learning community. Multistrategy Learning contains contributions characteristic of the current research in this area.
Download or read book Neural Networks For Intelligent Signal Processing written by Anthony Zaknich and published by World Scientific. This book was released on 2003-01-23 with total page 510 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book provides a thorough theoretical and practical introduction to the application of neural networks to pattern recognition and intelligent signal processing. It has been tested on students, unfamiliar with neural networks, who were able to pick up enough details to successfully complete their masters or final year undergraduate projects. The text also presents a comprehensive treatment of a class of neural networks called common bandwidth spherical basis function NNs, including the probabilistic NN, the modified probabilistic NN and the general regression NN.
Download or read book Neural Computation written by and published by . This book was released on 1989 with total page 624 pages. Available in PDF, EPUB and Kindle. Book excerpt: Covers neural computation, which encompasses psychology, physics, computer science, neuroscience, and artificial intelligence, among others. It highlights common problems and techniques in modeling the brain, and the design and construction of neurally inspired information processing systems.
Download or read book IJCNN International Joint Conference on Neural Networks written by and published by . This book was released on 1991 with total page 1006 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Download or read book Computer Integrated Manufacturing Iccim 91 Manufacturing Enterprises Of The 21st Century Proceedings Of The International Conference written by B S Lim and published by World Scientific. This book was released on 1991-10-02 with total page 646 pages. Available in PDF, EPUB and Kindle. Book excerpt: In the 21st century, computer integrated manufacturing (CIM) systems will not only be the economic development tools but will also be the essential means of achieving a higher level of flexibility, cohesiveness and performance. CIM systems are beginning to settle into our society and industries, with greater emphasis on the integration of economic, cultural and social aspects together with design, planning, factory automation and artificial intelligent systems.This volume of proceedings brings together 10 keynote and invited speaker addresses, and over 180 papers by practitioners from 28 countries. It documents current research and in-depth studies on the fundamental aspects of advanced CIM systems and their practical applications. The papers fall into 3 main sections: CIM Related Issues; Industrial AI Applications Aspects; and Concurrent Engineering, Advanced Design, Simulation and Flexible Manufacturing Systems.
Download or read book Foundations of Knowledge Acquisition written by Susan F. Chipman and published by . This book was released on 1993 with total page 370 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Download or read book Readings in Knowledge Acquisition and Learning written by Bruce G. Buchanan and published by Morgan Kaufmann Publishers. This book was released on 1993 with total page 926 pages. Available in PDF, EPUB and Kindle. Book excerpt: Readings in Knowledge Acquisition and Learning collects the best of the artificial intelligence literature from the fields of machine learning and knowledge acquisition. This book brings together the perspectives on constructing knowledge-based systems from these two historically separate subfields of artificial intelligence.
Download or read book Neuro vision Systems written by Madan M. Gupta and published by New York : IEEE Press. This book was released on 1994 with total page 584 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Download or read book Proceedings of Infrared Spectroscopy written by Henry H. Mantsch and published by SPIE-International Society for Optical Engineering. This book was released on 1998 with total page 346 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Download or read book Neural Networks for Chemical Engineers written by A. B. Bulsari and published by Elsevier Publishing Company. This book was released on 1995 with total page 704 pages. Available in PDF, EPUB and Kindle. Book excerpt: Hardbound. Although neural and connectionist models have been known for decades, their first appearance in chemical engineering was as late as 1988. This book is an attempt to expedite a cautious intake of neural networks into chemical engineering.Besides core chemical engineering, it includes applications in process engineering, biochemical engineering, and metallurgical engineering. Of the 27 chapters, six cover theoretical issues and the remaining 21 cover applications.
Download or read book Intelligent Engineering Systems Through Artificial Neural Networks written by and published by . This book was released on 1991 with total page 1024 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Download or read book Neural Networks and Computing written by Tommy W. S. Chow and published by Imperial College Press. This book was released on 2007 with total page 322 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book covers neural networks with special emphasis on advanced learning methodologies and applications. It includes practical issues of weight initializations, stalling of learning, and escape from a local minima, which have not been covered by many existing books in this area. Additionally, the book highlights the important feature selection problem, which baffles many neural networks practitioners because of the difficulties handling large datasets. It also contains several interesting IT, engineering and bioinformatics applications.
Download or read book Neural Nets Wirn Vietri 95 Proceedings Of The Vii Italian Workshop written by Maria Marinaro and published by World Scientific. This book was released on 1996-01-29 with total page 334 pages. Available in PDF, EPUB and Kindle. Book excerpt: This volume contains the proceedings of the seventh Italian Workshop on Neural Nets WIRN VIETRI '95, organized by the International Institute for Advanced Scientific Studies 'E R Caianiello' (IIASS) and Società Italiana Reti Neuroniche (SIREN).The spectrum of contributors and participants covers the activity of Italian research in the field. The papers of the two invited speakers, M J Jordan ('Sigmoid Belief Networks') and E Oja ('Principal and Independent Component Analysis'), and the two reviews ('Fast Learning Algorithms for Feedforward NN' and 'ANN Ensembles: a Bayesian Standpoint') complete the highly qualified contents of the volume.
